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Netflix Uses Metaflow to Manage Hundreds of AI/ML Applications at Scale
InfoQ - AI, ML & Data Engineering www.infoq.com
Netflix recently published how its Machine Learning Platform (MLP) team provides an ecosystem around Metaflow, an open-source machine learning infrastructure framework. By creating various integrations for Metaflow, Netflix already has hundreds of Metaflow projects maintained by multiple engineering teams.
By Eran Stillerai apache iceberg apache spark applications applications at scale architecture & design artificial intelligence aws cloud architecture ecosystem engineering engineering teams framework infrastructure integrations machine machine learning machine learning platform metaflow ml applications ml & data engineering mlp multiple netflix orchestration platform projects python s3 scale team teams